IDEMIA Reports Top Placements in Latest NIST Face Recognition Tests

IDEMIA Public Security says its facial recognition algorithm placed first across the mugshot identification categories of the latest National Institute of Standards and Technology Face Recognition Technology Evaluation 1:N Identification benchmark, and first in the visa border identification scenario.

The company reports first place in all mugshot identification types, including the largest evaluation NIST conducts, a search against a gallery of 12 million identities. In visa border identification it reports identification errors reduced by more than 40 percent compared with its 2025 submission. IDEMIA also places its algorithm in the top tier for fairness on false positive identification rate, a measure of how evenly error rates fall across demographic groups.

The FRTE 1:N track measures how accurately a system identifies a person by searching a single face against millions of enrolled identities. NIST runs the evaluation across scenarios drawn from operational use, including mugshot identification, visa processing, border management, law enforcement investigation and national identity programmes. Accuracy and scalability are tested together because agencies process millions of travellers and identity transactions daily, and an algorithm that performs on a small gallery may not hold up against a national-scale database.

“Today’s identity ecosystems demand solutions that can accurately identify individuals across databases containing millions of identities while remaining fair, fast, scalable, and operationally efficient,” said Vincent Bouatou, chief technology officer at IDEMIA Public Security. He said the results validate the company’s investment in AI-driven biometric technologies used by governments and agencies.

IDEMIA Public Security supplies government-grade biometric systems to 600 government, state and federal agencies, along with organisations needing identity and access controls across physical and digital environments. It sits within an IDEMIA Group employing more than 10,700 people, whose other division handles payment and connectivity credentials for financial institutions, mobile operators and device makers.

NIST rankings move as developers submit updated algorithms, and vendors across the field regularly publish their standings from the same evaluations. NEC has reported leading results in earlier NIST accuracy testing, and smaller entrants use the benchmark to establish position, with Keyless placing 11th among roughly 150 vendors in an earlier round. NIST publishes the full comparative tables and updates them as new submissions are evaluated.

Sources: IDEMIA

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By Cass Kennedy